https://github.com/srisrijakka1/bedrock-model-chatgpt

Deploying a Single Page Application with AI Integration for General Queries using Bedrock
https://github.com/srisrijakka1/bedrock-model-chatgpt

ai ai-ml-chatbot amazon-bedrock amazon-cloudfront amazon-s3 api-gateway api-gateway-http aws bedrock chatbot chatgpt genai generative-ai generative-ai-projects github github-pages html js lambda lambda-functions

Last synced: about 1 month ago
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Deploying a Single Page Application with AI Integration for General Queries using Bedrock

• Host: GitHub
• URL: https://github.com/srisrijakka1/bedrock-model-chatgpt
• Owner: Srisrijakka1
• License: mit
• Created: 2024-09-12T17:14:53.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-09-15T03:35:50.000Z (2 months ago)
• Last Synced: 2024-10-13T00:03:08.112Z (about 1 month ago)
• Topics: ai, ai-ml-chatbot, amazon-bedrock, amazon-cloudfront, amazon-s3, api-gateway, api-gateway-http, aws, bedrock, chatbot, chatgpt, genai, generative-ai, generative-ai-projects, github, github-pages, html, js, lambda, lambda-functions
• Language: Python
• Homepage: https://srisrijakka1.github.io/BedRock-Model-ChatGpt/
• Size: 3.02 MB
• Stars: 3
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# BedRock-Model-ChatGpt

Deploying a Single Page Application with AI Integration for General Queries using Bedrock

### Requirements for this project:

Need a AWS Account or AWS login credentials.

### Description:

  

      This repository contains the reference related to how to create own GenAi Model based Single Page WebApplication in Real time.

#### BedRock-Model-ChatGpt Overview:

  > To create a single Page Application: 


  >

  >        Languages Used: HTML, JavaSript(JS)

  >        Platform Used: VS Code Editor

  > To Deploy & Test Application Environment:

  >

  >         Test Environment Used: GitHub 

  >         Deploy Environment Used: Amazon S3, Amazon CloudFront.

  > Foundational ML Model Details:

>

>           Model: Amazon Titan-Text Premier G1

>           Model Access Provider: Amazon Bedrock service

  > Compute Service:

> 

>           Model input Prompting & getting Response :Amazon Lambda Service

  > Interactions management

> 

>           API Service used for Interactions management between WebApplication & Lambda functions : Amazon API Gateway.

> All AWS Services Used For this Project:

> 

>             Amazon S3

>             Amazon CloudFront

>             Amazon Bedrock

>             Amazon Lambda

>             Amazon APIGateway 

> All Software Code URLS:

>  

>  ![WebApplication HTML Source](https://github.com/Srisrijakka1/BedRock-Model-ChatGpt/blob/main/index.html)                             


  ![WebApplication JavaSript(JS) Source](https://github.com/Srisrijakka1/BedRock-Model-ChatGpt/blob/main/script.js)                      


  ![WebApplication Backend Lambda function Source](https://github.com/Srisrijakka1/BedRock-Model-ChatGpt/blob/main/lambda_function.py)   


  ![Project Overall Softwares Zip Source](https://github.com/Srisrijakka1/BedRock-Model-ChatGpt/blob/main/Bedrock-Model-chatgpt.zip)     


### Important Note:

    While using this Repository as reference to implement this project please update your Api Gateway Endpoint in HTML code.

### Architecture:

![Bedrock-Model-ChatGpt](https://github.com/user-attachments/assets/be71ebab-8a9c-4c5e-8828-06c0929de503)

### Result:

https://github.com/user-attachments/assets/d3b3c252-8e35-4509-9ad1-96b89c5bbccd